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Sean T. Green, Ph.D.

Data Science Professional
Seattle, WA
stgreen@alumni.princeton.edu
Data Scientist and Environmental Engineer

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Sean T. Green, Ph.D.

  • Areas of expertise
  • Example experience
    • South America - Strengthening informal waste collectors
    • Egypt - Supporting recycler syndicates
    • Ghana - Youth engagement in composting and recycling
    • South Africa - DC microgrid enterprises
    • Ghana - Tax reform
    • Seattle - Optical mark recognition
    • South Asia - Public private partnerships for materials recovery
    • Worldwide - Informal settlement censuses
    • Liberia - Strengthening solid waste management services
    • Seattle - Machine learning for decision support
    • Germany - Supporting grassroots climate change mitigation and adaptation efforts
    • Africa - Waste audits in five cities
  • Bio
  • Blog
Performing a settlement profile

Worldwide - Informal settlement censuses

The problem – Concrete data about the conditions in which they live is a powerful tool that residents of informal settlements can use to advocate for service provision in their communities. By detailing the number of people who live within a settlement and the number and locations of amenities such as schools, ATMs, water standpipes, and toilets they can more effectively communicate to municipal authorities the degree to which they are in need.  However, it is important that the data used are unassailable to guard against possible accusations of number manipulation with an eye towards presenting a more compelling case for upgrading.

The way forward – Slum and Shack Dwellers International, a community-based organization comprised of residents of informal settlements in over 30 countries, was paired with researchers at the Santa Fe Institute to capture profile information for thousands of new slums, vet the data collection process, and to create a database to hold settlement profile information that had been collected by the network over many years.

Contribution – Proposal and project plan feedback; development of metrics and scheduling of deliverables; project management through regular calls, meetings, and site visits.

Worldwide - Informal settlement censuses

The problem – Concrete data about the conditions in which they live is a powerful tool that residents of informal settlements can use to advocate for service provision in their communities. By detailing the number of people who live within a settlement and the number and locations of amenities such as schools, ATMs, water standpipes, and toilets they can more effectively communicate to municipal authorities the degree to which they are in need.  However, it is important that the data used are unassailable to guard against possible accusations of number manipulation with an eye towards presenting a more compelling case for upgrading.

The way forward – Slum and Shack Dwellers International, a community-based organization comprised of residents of informal settlements in over 30 countries, was paired with researchers at the Santa Fe Institute to capture profile information for thousands of new slums, vet the data collection process, and to create a database to hold settlement profile information that had been collected by the network over many years.

Contribution – Proposal and project plan feedback; development of metrics and scheduling of deliverables; project management through regular calls, meetings, and site visits.

Performing a settlement profile

Performing a settlement profile

Model of revised settlement layout

Model of revised settlement layout

Models of improved settlement unit layouts

Models of improved settlement unit layouts

Sign from rental shack in yard of another settlement residence in Namibia

Sign from rental shack in yard of another settlement residence in Namibia